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https://issues.apache.org/jira/browse/BEAM-10693?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Kenneth Knowles updated BEAM-10693:
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Status: Open (was: Triage Needed)
> Improve error handling in org.apache.beam.sdk.extensions.ml.CloudVision
> -----------------------------------------------------------------------
>
> Key: BEAM-10693
> URL: https://issues.apache.org/jira/browse/BEAM-10693
> Project: Beam
> Issue Type: New Feature
> Components: extensions-java-gcp
> Affects Versions: 2.22.0
> Reporter: Sergei Lilichenko
> Priority: P3
> Labels: Clarified
>
> CloudVision invokes batchAnnotateImages API ((at AnnotateImages class). Any
> exception thrown will propagate to the pipeline. Because of the Vision API's
> quota processing large number of images with a large number of workers will
> often result in ResourceExhaustedException and subsequent reprocessing of the
> complete bundle and pipeline errors.
> By catching that exception in the transform and providing an exponential
> backoff reprocessing and excessive error reporting can be significantly
> minimized.
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